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Which Candidate Profile and Talent Profile Data Sources Are Used by Recruiting AI Matching Features?

Summary:

We're reviewing the Oracle AI-powered Recruiting matching features (Suggested Candidates, Similar Candidates, Suggested Jobs, and Similar Jobs) and are trying to better understand which profile data sources are actually evaluated during matching.

Content (please ensure you mask any confidential information):

Oracle documentation identifies inputs such as:

  • Skills
  • Skill Descriptions
  • Work History
  • Responsibilities
  • Achievements
  • Education
  • Licenses & Certifications

However, we're struggling to determine exactly where Oracle sources this information, particularly for internal candidates. Oracle documentation identifies these fields as matching inputs but doesn't clearly describe the originating profile source.

Internal Candidates Mapping Questions

AI Matching Input

Potential Sources We Are Trying To Validate

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